Publications

@inproceedings{zhang2026oneform,
  title     = {One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography},
  author    = {Zhang, Muge and Jencks, Aaron and Badikela, Krishna and Tsvetkov, Yulia and Kumar, Sachin},
  booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year      = {2026},
  url       = {https://arxiv.org/abs/2608.25904}
}

@article{lee2026ogcarebench,
  title   = {When Cases Get Rare: A Retrieval Benchmark for Off-Guideline Clinical Question Answering},
  author  = {Lee, Doeun and Zhang, Muge and Yu, Yi and Manne, Ashish and Koesters, Stephen and Wen, Frank and Buchanan, Brady and Villagomez, Lynda and Moninuola, Oluwatoba and Lim, James and Tobin, Kathryn and Srisuwananukorn, Andrew and Zhang, Ping and Kumar, Sachin},
  journal = {arXiv preprint arXiv:2605.21807},
  year    = {2026},
  url     = {https://arxiv.org/abs/2605.21807}
}

@inproceedings{zhang2025mri,
  title     = {Synthetic Magnetic Resonance Imaging Generation for the Diagnosis of {Alzheimer}'s Disease using Machine Learning},
  author    = {Zhang, Muge and Khaliq, M. A. and Lee, B. K. and Ryoo, Jeeho},
  booktitle = {2025 IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
  address   = {San Jose, CA, USA},
  year      = {2025},
  publisher = {IEEE}
}

@misc{davis2025gnn,
  title        = {Microarchitectural Characterization of {LightGCN} and {ExpressGNN} and Architectural Implications},
  author       = {Davis, C. and Stockton, P. and Zhang, Muge and Ryoo, Jeeho and John, Eugene},
  howpublished = {Poster at the 20th International Conference on High Performance, Edge and Cloud Computing (HiPEAC)},
  address      = {Barcelona, Spain},
  year         = {2025}
}

@inproceedings{dai2024hac,
  title     = {Hierarchical Agglomerative Clustering Optimization for Massive Data},
  author    = {Dai, Wenyun and Zhang, Muge},
  booktitle = {2024 IEEE 24th International Conference on Scalable Computing and Communications (ScalCom)},
  year      = {2024},
  publisher = {IEEE},
  url       = {https://ieeexplore.ieee.org/document/10925041}
}

@inproceedings{dai2024cache,
  title     = {A High Performance {AI}-Powered Cache Mechanism for {IoT} Devices},
  author    = {Dai, Wenyun and Zhang, Muge},
  booktitle = {2024 International Conference on Cyber-enabled Distributed Computing and Knowledge Discovery (CyberC)},
  year      = {2024},
  publisher = {IEEE},
  url       = {https://ieeexplore.ieee.org/document/10771173}
}

@inproceedings{zhang2024preprocessing,
  title     = {Microarchitectural Analysis of Pre-Processing Stage in Machine Learning Workloads},
  author    = {Zhang, Muge and Lee, D. Y. and Janarthanan, V. and Ryoo, Jeeho},
  booktitle = {2024 7th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI)},
  year      = {2024},
  publisher = {IEEE},
  url       = {https://ieeexplore.ieee.org/document/10899564}
}